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Offline Reinforcement Learning on D4RL HalfCheetah Med-Expert v2
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105.9
Avg Normalized Return
MBOP
38.196
55.773
73.35
90.927
Jun 3, 2021
Jul 15, 2021
Aug 27, 2021
Oct 8, 2021
Nov 20, 2021
Jan 1, 2022
Feb 13, 2022
Avg Normalized Return
Updated 4d ago
Evaluation Results
Method
Method
Links
Avg Normalized Return
MBOP
2021.06
105.9
Trajectory Transformer
discretization=quantile
2021.06
95
Onestep
2022.02
93.4
CQL
2021.06
91.6
CQL
2022.02
91.6
TD3+BC
2022.02
90.7
SPOT
2022.02
86.9
Decision Transformer
2021.06
86.8
DT
2022.02
86.8
IQL
2022.02
86.7
Behavior Cloning
2021.06
59.9
BC
2022.02
55.2
AWAC
2022.02
42.8
BRAC
2021.06
41.9
Trajectory Transformer
discretization=uniform
2021.06
40.8
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